Glucagon-like peptide-1 (GLP-1) receptor agonists, initially developed for type 2 diabetes, have shown promise in managing GDM by improving glycemic control, enhancing insulin sensitivity, and assisting in weight management. The gene discussed is GLP1R; the disease is gestational diabetes.